Translational Genomics Research Institute, Phoenix, AZ, USA.
St. Vincent's Institute of Medical Research, Melbourne, Victoria, Australia.
Nat Genet. 2024 Apr;56(4):595-604. doi: 10.1038/s41588-024-01702-0. Epub 2024 Mar 28.
Common genetic variants confer substantial risk for chronic lung diseases, including pulmonary fibrosis. Defining the genetic control of gene expression in a cell-type-specific and context-dependent manner is critical for understanding the mechanisms through which genetic variation influences complex traits and disease pathobiology. To this end, we performed single-cell RNA sequencing of lung tissue from 66 individuals with pulmonary fibrosis and 48 unaffected donors. Using a pseudobulk approach, we mapped expression quantitative trait loci (eQTLs) across 38 cell types, observing both shared and cell-type-specific regulatory effects. Furthermore, we identified disease interaction eQTLs and demonstrated that this class of associations is more likely to be cell-type-specific and linked to cellular dysregulation in pulmonary fibrosis. Finally, we connected lung disease risk variants to their regulatory targets in disease-relevant cell types. These results indicate that cellular context determines the impact of genetic variation on gene expression and implicates context-specific eQTLs as key regulators of lung homeostasis and disease.
常见的遗传变异赋予了慢性肺部疾病(包括肺纤维化)的高风险。以细胞类型特异性和上下文依赖的方式定义基因表达的遗传控制对于理解遗传变异如何影响复杂性状和疾病发病机制至关重要。为此,我们对 66 名肺纤维化患者和 48 名未受影响的供体的肺组织进行了单细胞 RNA 测序。使用伪群体方法,我们在 38 种细胞类型中绘制了表达数量性状基因座 (eQTL),观察到共享和细胞类型特异性的调节作用。此外,我们确定了疾病相互作用的 eQTLs,并证明这类关联更可能具有细胞类型特异性,并与肺纤维化中的细胞失调有关。最后,我们将肺部疾病风险变异与疾病相关细胞类型中的调节靶标联系起来。这些结果表明,细胞环境决定了遗传变异对基因表达的影响,并暗示了特定于上下文的 eQTLs 是肺部稳态和疾病的关键调节因子。